The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

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why aren't all 754 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Opinion
Brown: Sora is not the best AI video model right now
“Sora's not the best video model right now, so that's why it's not interesting”
Riley Brown Apr 27, 2026 ▶ 50:58 Stop using Claude. Start using Codex?
Opinion
Ross Mike: 95% of AI Agent Users Do Not Need Agent.md Files
“And then you have a lot of people have agent.md files or cloud.md files. Now I'm just going to say off rip, 95% of people don't need this. The reason being is, again, you have to assume that the models are already good, right?”
Ross Mike Apr 8, 2026 ▶ 1:59 How AI agents & Claude skills work (Clearly Explained)
Opinion
Isenberg: Calling AI-displaced workers a permanent underclass is ridiculous
“It's ridiculous to call it a permanent underclass.”
Greg Isenberg Apr 8, 2026 ▶ 17:18 How AI agents & Claude skills work (Clearly Explained)
Opinion
Isenberg: AI Agent Injection Attacks Will Be a Bigger Threat Than Phishing
“The agent autonomy is the vulnerability, and I believe that the potential is far bigger than phishing.”
Greg Isenberg Apr 1, 2026 ▶ 25:59 23 AI Trends keeping me up at night
Opinion
Isenberg: Building MCP servers in 2026 is like building mobile in 2010
“So I believe that building an MCP server in 2026 is in a lot of ways building, like kind of building for mobile in 2010. There's just a lot of opportunities to show up in LLMs in these connections, plugins, or MCP servers.”
Greg Isenberg Mar 30, 2026 ▶ 5:44 Stop Vibe Coding. Start Getting Customers.
Opinion
Isenberg: Programmatic SEO remains undertapped across all business models
“I think that's applicable to really anyone. It doesn't make a difference if you're building a service, a SaaS, an app, you've got a boring business, you've got an agency, programmatic SEO is still under tab.”
Greg Isenberg Mar 30, 2026 ▶ 9:57 Stop Vibe Coding. Start Getting Customers.
Opinion
Isenberg: AI web data scraping infrastructure is having its 'AWS moment'
“So I believe that this is the AWS moment for web data.”
Greg Isenberg Mar 24, 2026 ▶ 9:37 Firecrawl AI clearly explained (and how to make $$)
Opinion
Moritz Kremb: OpenClaw is the closest system to a truly autonomous agent
“And so it's kind of the first really personal agent that exists and also Currently, I would say it's the closest to what we have of a truly autonomous agent.”
Moritz Kremb Mar 19, 2026 ▶ 3:01 I fixed OpenClaw so it actually works (full setup)
Opinion
Gaskill: Manual agent memory setup is superior to automatic chat memory
“And with agents, you have to set up memory and control exactly what you give it. And I think that's actually a benefit, not a limitation, because what happens is if you're using ChatGPT and it's got the auto memory, you're having conversations about three diff…”
Remy Gaskill Mar 17, 2026 ▶ 18:40 Building AI Agents that actually work (Full Course)
Opinion
Gaskill: Future-proof AI stacks rely on local markdown files
“The real future-proof AI stack is just having those markdown files on your computer.”
Remy Gaskill Mar 17, 2026 ▶ 34:15 Building AI Agents that actually work (Full Course)
Opinion
Henry: Dedicated mission controls and multi-agent setups are unnecessary for AI agents
“So I don't really believe in the mission control stuff or multi-agent. I just have Larry as the one agent that I text through WhatsApp and we just message like you would an employee.”
Oliver Henry Mar 9, 2026 ▶ 12:17 I gave OpenClaw one job: go viral (it worked?)
Opinion
Isenberg: It has never been cheaper or better to build SaaS
“This is the greatest time ever to building SaaS. I mean, no other time in history has it been this cheap to be able to build SaaS, build audiences around it, get it to people who have billions of billions of dollars of spending power who want to buy your produ…”
Greg Isenberg Mar 4, 2026 ▶ 0:02 SaaS is minting millionaires again (here's how)
Opinion
Isenberg: Public SaaS is down 30-50% over per-seat pricing and AI fears
“And this is one of the reasons why a lot of SaaS companies in the public markets are down Like, 3040, 50% from all-time highs is they're scared that not only are people going to be able to vibe code or, you know, use AI to Create competitors to that, to whatev…”
Greg Isenberg Mar 4, 2026 ▶ 18:43 SaaS is minting millionaires again (here's how)
Opinion
Schneider: Salesforce's robust API makes it a better AI foundation than HubSpot
“If you're looking at Salesforce versus HubSpot right now, Salesforce, even though it's like historically a more clunk like clunky CRM, it's actually the better product for this AI foundation because it has a more robust API. So you can do more with it basicall…”
Cody Schneider Mar 2, 2026 ▶ 6:35 Claude Code & MCPs built my $145K marketing machine
Opinion
Isenberg: Autonomous AI outreach workflows replace an email marketer's entire job
“This is literally a marketing, email marketing person's old job. Point blank.”
Greg Isenberg Feb 27, 2026 ▶ 14:55 What is Perplexity Computer?
Opinion
Vin: Using LLMs as thinking partners beats purely building autonomous agents
“I really, really, really like working with LLMs as a thinking partner. It's my favorite way of using LLMs. I know people like to use agents and LLMs to build things, but I really like using them to think alongside me.”
Vin (Internet Vin) Feb 23, 2026 ▶ 14:59 How I Use Obsidian + Claude Code to Run My Life
Opinion
Isenberg: OpenAI or Anthropic should acquire note-taking app Obsidian
“If I'm open AI or anthropic, I'm buying obsidian.”
Greg Isenberg Feb 23, 2026 ▶ 50:29 How I Use Obsidian + Claude Code to Run My Life
Opinion
Courtney: Detailed AI prompts require speaking them aloud
“Prompts of this detail Are only really possible if you're able to verbally play with them and just talk them out.”
Jonathan Courtney Feb 11, 2026 ▶ 27:19 Claude Code Built My $450K Marketing Campaign
Opinion
Claude Opus 4.6 beat GPT-5.3 Codex in a head-to-head coding test
“I mean, I would say, you know, like I said, I'm not going to say which one is, it's not that Opus is better than Codex or vice versa, but I would say in this test, Opus won.”
Morgan Linton Feb 6, 2026 ▶ 45:07 Claude Opus 4.6 vs GPT-5.3 Codex
Opinion
Rose: AI-Generated Code Is No Longer Slop and Improves Weekly
“I'm not even calling it slop anymore. Like they call the AI slop or whatever it may be, or whatever you want to look at the code. It's damn good. And it's getting better by the week.”
Kevin Rose Feb 2, 2026 ▶ 1:50 Screensharing Kevin Rose's AI Workflow/New App
Opinion
Alex Finn: AI employees can track trends, build products, and run businesses
“You are going to have an AI employee that's tracking trends for you, building you product, delivering you news, creating you content, running your whole business. This isn't your one-on-one. It's going to be checking your email, letting you know when you get a…”
Alex Finn Jan 27, 2026 ▶ 1:36 Clawdbot/OpenClaw Clearly Explained (and how to use it)
Opinion
Ross Mike: Poor AI code output is caused by low-quality input
“We're getting to a point where the models are so freakishly good that If you are producing quote unquote slop, it's because you've given it slop, right?”
Ross Mike Jan 19, 2026 ▶ 1:46 Claude Code Clearly Explained (and how to use it)
Opinion
Ross Mike: Avoid Claude Code's Ralph Wiggum plugin
“One thing I will say is Cloud Code has a plugin, a Ralph Wiggum plugin. I wouldn't use that. And the reason I wouldn't use that is even the person who invented the whole Ralph system is against it. It's not the best use of Ralph”
Ross Mike Jan 19, 2026 ▶ 18:53 Claude Code Clearly Explained (and how to use it)
Opinion
Isenberg: People in general and on TikTok violently hate AI
“Especially on TikTok but in the world generally people hate AI. People hate it. Like it's very, very like they violently hate AI.”
Greg Isenberg Jan 12, 2026 ▶ 10:50 Side Hustle King: 6 $60K/Mo Businesses Nobody's Doing
Opinion
Kerner: Startup ideas are more important today than ever
“Ideas are everything. They're more important than ever today.”
Chris Koerner Jan 12, 2026 ▶ 26:52 Side Hustle King: 6 $60K/Mo Businesses Nobody's Doing
Opinion
Ryan Carson: Non-technical users with agency can build software with AI agents
“I think you need to be curious. I think you need to have agency. But I think if you have those two things, which you probably do, if you're watching the show you can do this now. It helps to be technical, right? There's a couple of things that are useful, but …”
Ryan Carson Jan 8, 2026 ▶ 26:46 "Ralph Wiggum" AI Agent will 10x Claude Code/Amp
Opinion
Isenberg agrees with Sam Altman: this is the 'idea guy' era
“Sam Altman, the co-founder of OpenAI, just said that it is the era of the idea guy, and he is not wrong.”
Greg Isenberg Jan 5, 2026 ▶ 5:07 Watch me use AI to make millions in ecommerce
Opinion
James: Getting from zero to ready software is easier with Claude
“What I have personally found, and to be clear, I haven't tried to build a full on application with Gemini three yet, but I think that Claude's earlier models, like I would always go back to them. Like when I was trying to use codex and GPT five before 5.1 came…”
James (The Boring Marketer) Nov 26, 2025 ▶ 16:08 Reviewing Claude Opus 4.5
Opinion
Isenberg: Claude Opus 4.5 beats Gemini 3 Pro on initial app builds
“But I think if you look at, based on the two prompts that we've done, I think it's clear that estate clear on 4.5 beat Gemini three.”
Greg Isenberg Nov 26, 2025 ▶ 36:27 Reviewing Claude Opus 4.5
Opinion
Farroki: Solo developers cannot build and maintain robust apps without AI
“There is no physical way that a single person can develop and launch these and maintain them and keep growing them without the help of AI.”
Chris Farroki Nov 24, 2025 ▶ 2:39 How I Design Apps 10x Better (Free Course)
Opinion
Isenberg: Gemini 3.0 screenshot cloning outperforms any competing product
“I wouldn't have, I don't think I've ever seen anything this good, like screenshot, put it in, and it looks this good, and it works on any other product.”
Greg Isenberg Nov 18, 2025 ▶ 33:01 Google's Gemini 3.0: The Most Powerful LLM Ever
Opinion
Isenberg: WeWork Collapsed Because Its Financial Discipline Was Non-Existent
“The product was great, the vision was ambitious, the team was world class, but the financial discipline Non-existent.”
Greg Isenberg Nov 17, 2025 ▶ 0:50 9 REQUIRED Finance Lessons for Founders
Opinion
Isenberg echoes Sam Altman: It is the era of the idea guy
“Sam Altman, the co-founder of OpenAI, just said that it is the era of the idea guy, and he is not wrong.”
Greg Isenberg Nov 10, 2025 ▶ 5:09 Glif AI: The $10 App That Replaces a Full Creative Team
Opinion
Courtney calls industry conferences a money sink compared to boutique events
“I think conferences are generally like a money sink. Like I please do not think I'm talking about conferences. I'm really not. Conferences are like a completely separate thing”
Jonathan Courtney Oct 20, 2025 ▶ 14:10 Make $1M+ in 2026 with this Trend (IRL is back)
Opinion
Courtney: Physical curation gains massive value as ChatGPT commoditizes digital knowledge
“And also, especially now that you can essentially generate all of that stuff on ChatGPT and knowledge is becoming less and less valuable. The ability to have something curated for you physically, in my opinion, is becoming more and more valuable.”
Jonathan Courtney Oct 20, 2025 ▶ 31:54 Make $1M+ in 2026 with this Trend (IRL is back)
Opinion
Koe: Two-phase prompting matches 2-3 months of marketing study
“It spits out an offer blueprint that is probably 10 times better than something you would have done on your own just then, right? And it would probably be on par with what you would be able to do after Two to three months of actually learning about it.”
Dan Koe Oct 6, 2025 ▶ 47:39 I Watched Dan Koe Break Down His AI Workflow OMG
Opinion
Isenberg: Solo founders are now the default mode for startups
“Back in the day, there was no solo founder. You needed technical chops, you needed designers. The idea of a solo founder was a pipe dream, but today I think the idea of a solo founder is actually the default.”
Greg Isenberg Sep 24, 2025 ▶ 17:16 Inside the $50 Trillion AI Gold Rush | Episode 1
Opinion
Isenberg: 97% of Short-Form Clipping for App Marketing Wastes Money
“I actually think that clipping, 97% of it is, like, complete waste of money but some of them are seeing success around clipping.”
Greg Isenberg Sep 22, 2025 ▶ 17:42 Making $100K/month with iOS apps (BREAKDOWN)
Opinion
Schneider: GEO is overhyped because AI is not cannibalizing Google search
“I think it's hype, right? And here's the reason, okay? There's still more searches happening on Google. Like, people aren't stopping searching on Google. It's just like, it's basically like, if you think about the graphs going up, like, searches on Google are …”
Cody Schneider Sep 12, 2025 ▶ 1:02 AI Search is PRINTING (ChatGPT, GEO & Perplexity)
Opinion
Cheung: Sending Calendly links is often perceived as disrespectful
“And I know there's this weird stigma around Calendly. I don't know how many people who watch your podcast know about this. I don't know why. I don't agree with it. But like if you send a Calendly link, it's kind of known, I don't know, it's kind of disrespectf…”
Rowan Cheung Sep 8, 2025 ▶ 25:25 Screensharing How This Guy Makes Millions with AI Agents (Rowan Cheung)
Opinion
Cheung: 1% AI Agent Error Rate Is Too Risky for Enterprise Inbound
“I'm just a little weary of using agents right now because There are like occasional times where like it could go wrong, and just that like one percent Knowing that it could go wrong one percent just worries me for those like really high tier clients.”
Rowan Cheung Sep 8, 2025 ▶ 28:14 Screensharing How This Guy Makes Millions with AI Agents (Rowan Cheung)
Opinion
Schneider: Attractive female avatars perform best for AI UGC ads
“And then the avatar, you just like, honestly, hot girls work the best.”
Cody Schneider Aug 30, 2025 ▶ 40:56 Using Google Ads, Heygen AI, Perplexity to make you $$$
Opinion
Courtney: Hormozi's aggressive direct response copy damages non-direct-response brands
“I think it's a really excellent version of direct response marketing copywriting, but it would be terrible for any business who doesn't want to be seen as a direct response copy marketing agency.”
Jonathan Courtney Aug 21, 2025 ▶ 4:46 How Hormozi made $83m in 5 days (Ads, Emails, Pages, Everything)
Opinion
Isenberg: Sam Altman is right that it is the 'era of the idea guy'
“Sam Altman, the co-founder of OpenAI, just said that it is the era of the idea guy, and he is not wrong.”
Greg Isenberg Aug 13, 2025 ▶ 5:18 The Most Overlooked $12.5K/mo AI Agent Business Anyone Can Start
Opinion
Isenberg: AI market is frothy with zero-revenue seed-funded startups
“A lot of people right now, you know, the market feels frothy a little bit in the AI world. I'm seeing tons of seed rounds being raised tons of people hiring, building the future, and a lot of those businesses, you know, don't have a lot of revenue or, you know…”
Greg Isenberg Aug 13, 2025 ▶ 14:59 The Most Overlooked $12.5K/mo AI Agent Business Anyone Can Start
Opinion
Isenberg: Sam Altman Is Right That It's Era of the Idea Guy
“Sam Altman, the co-founder of OpenAI, just said that it is the era of the idea guy, and he is not wrong.”
Greg Isenberg Aug 7, 2025 ▶ 5:45 Making $$$ with Sam Altman's Solopreneurship Thesis with GPT5
Opinion
Isenberg: Consumers prefer buying from indie hackers over Big Tech
“I also think that there's this new trust in small brands. You know, there's this new trend, you know, shop local, right? Like, it's almost like people want indie hackers and indie startups to win. I think that's a big reason why Peter Lovells and people like h…”
Greg Isenberg Aug 7, 2025 ▶ 9:12 Making $$$ with Sam Altman's Solopreneurship Thesis with GPT5
Opinion
Isenberg: Usage and outcome-based pricing is the fastest path to $1B
“I tend to think that the usage based pricing and outcome based pricing is the most fastest way to a billion.”
Greg Isenberg Aug 7, 2025 ▶ 19:53 Making $$$ with Sam Altman's Solopreneurship Thesis with GPT5
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